A. Manimaran

Employment

• VIT-AP Campus Assistant Professor
  2022 - Present
• Madanapalle Institute of Technology and Science Assistant Professor
  2017 - 2022
• Dhanalakshmi Srinivasan Group of Institutions Assistant Professor
  2010 - 2013

Education

• Bharathidasan University P.hD
  2013 - 2017
• Bharathidasan University M.Phil
  2009 - 2010
• Muthayammal Engineering College MCA
  2006 - 2009
• Bharathidasan University B.Sc
  2003 - 2006

Projects & Funding

Projects & funding information is unavailable.

Publications (54)

• Optimizing the accuracy of stock price prediction: accessing the prospects of LSTM with geometric mean layer normalization
  Computational Statistics 2026 DOI: 10.1007/s00180-026-01743-5
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• A Novel Advanced Time Series Forecasting: Integrating DSES and HA-ED-BiGRU with Nipuna Activation Function
  Computational Economics 2026 DOI: 10.1007/s10614-025-11244-0
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• Optimizing Multivariate Time Series Forecasting with LSTM: A Hybrid Scaling and Layer Normalization Framework Utilizing Logistic and Sigmoid-Curve transformations for Enhanced Predictive Accuracy
  Computational Economics 2026 DOI: 10.1007/s10614-025-11103-y
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• A Hybrid YOLOv8s+Swin-T Transformer Approach for Automated Caries Detection on Periapical Radiographs
  Journal of Imaging Informatics in Medicine 2025 DOI: 10.1007/s10278-025-01763-5
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• Maximizing Forecasting Precision: Empowering Multivariate Time Series Prediction with QPCA-LSTM
  Computational Economics 2025 DOI: 10.1007/s10614-024-10813-z
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• CBMNet: a dual-attention enhanced ConvNeXt model for accurate GV Black type I-III classification in intraoral periapical radiographs
  Scientific Reports 2025 DOI: 10.1038/S41598-025-22975-3
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• Design of an Iterative Method for Time Series Forecasting Using Temporal Attention and Hybrid Deep Learning Architectures
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3538577
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• Enhanced Stock Price Prediction with DES-ED-Bi-GRU Using Smooth Maximum Unit Activation Function
  2025 DOI: 10.1007/978-3-031-81821-9_26
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• Enhancing Air Quality Prediction Through Holt–Winters Smoothing and Transformer-BiGRU With Bayesian Optimization
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3621231
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• Harvesting Insights: Unrevealing Paddy Crop Yields Through Advanced Modeling Techniques
  2025 DOI: 10.1007/978-3-031-74440-2_2
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